Integrated Pest Management (IPM) & Bio-Protection

Predictive models for pest outbreaks and management strategies

Early pest detection using AI + robotics (linked to LumiBot -type systems)

Combines field data + modeling for pest forecasting and control

Target-specific pest control with minimal environmental impact

Natural pest suppression reducing pesticide use

4 Mn+ farmers onboarded; 78 channel data sources; predicts yield and pest risk per farm plot; inputs + advisory platform

Low-cost metal-oxide/nanomaterial handheld sensor; detects disease VOCs; early asymptomatic detection; reduces fungicide use

Destroys pink bollworm from cotton ginneries; prevents infestation spread; part of CIRCOT quality and pest control suite

Biological control technologies, insect pest databases, e-learning for farmers, HRD programs, mass production of natural enemies

Nanosilver+cinnamaldehyde (EAgC) & thymol (EAgT); antibacterial; improved FCR; >80% targeted intestinal release; commercialised